Character Generation through Self-Supervised Vectorization. (arXiv:2208.02012v1 [cs.CV])

The prevalent approach in self-supervised image generation is to operate on
pixel level representations. While this approach can produce high quality
images, it cannot benefit from the simplicity and innate quality of
vectorization. Here we present a drawing agent that operates on stroke-level
representation of images. At each time step, the agent first assesses the
current canvas and decides whether to stop or keep drawing. When a 'draw'
decision is made, the agent outputs a program indicating the stroke to …

arxiv cv generation vectorization